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Jørnø, Rasmus Leth; Gynther, Karsten – Journal of Learning Analytics, 2018
The possibilities of Learning Analytics as a tool for empowering teachers and educators have created a steep interest in how to provide so-called actionable insights. However, the literature offers little in the way of defining or discussing what the term "actionable insight" means. This selective literature review provides a look into…
Descriptors: Data Analysis, Learning, Educational Research, Definitions
Knox, Jeremy; Williamson, Ben; Bayne, Sian – Learning, Media and Technology, 2020
This paper examines visions of 'learning' across humans and machines in a near-future of intensive data analytics. Building upon the concept of 'learnification', practices of 'learning' in emerging big data-driven environments are discussed in two significant ways: the "training" of machines, and the "nudging" of human…
Descriptors: Data Collection, Data Analysis, Artificial Intelligence, Man Machine Systems
Chen, Bodong; Knight, Simon; Wise, Alyssa Friend – Journal of Learning Analytics, 2018
The importance of temporality in learning has been long established, but it is only recently that serious attention has begun to be paid to the precise identification, measurement, and analysis of the temporal features of learning. From 2009 to 2016, a series of temporality workshops explored temporal concepts and data types, analysis methods for…
Descriptors: Time Factors (Learning), Data Analysis, Learning, Experience
Bronnimann, Jurg; West, Deborah; Huijser, Henk; Heath, David – Innovative Higher Education, 2018
In this article we report on the findings of a project funded by the Australian Office for Learning and Teaching and entitled "Learning Analytics: Assisting Universities with Student Retention." While this project was primarily focused on retention as a potential outcome of learning analytics, its application could be related to the…
Descriptors: Scholarship, Instruction, Learning, Foreign Countries
Reimann, Peter – Learning: Research and Practice, 2016
This paper argues that learning analytics (LA) can make contributions to learning research, in addition to aiming for improvements in learning and teaching practices in a solely applied sense. Indeed, there is potential for transforming learning research if certain approaches developed in LA were used more extensively to study learning. The…
Descriptors: Learning, Data Analysis, Educational Research, Longitudinal Studies
Divan, Aysha; Ludwig, Lynn O.; Matthews, Kelly E.; Motley, Phillip M.; Tomljenovic-Berube, Ana M. – Teaching & Learning Inquiry, 2017
The Scholarship of Teaching and Learning (SoTL) has been described as the fastest growing academic development movement in higher education. As this field of inquiry matures, there is a need to understand how SoTL research is conducted. The purpose of our study was to inform this debate by investigating research approaches used in SoTL…
Descriptors: Research Methodology, Scholarship, Publications, Journal Articles
Svensson, Lennart – Scandinavian Journal of Educational Research, 2016
The aim of this article is to present arguments for an integrated empirical research on teaching and learning based on previous research and the phenomenographic research tradition. From 1970 and for some years after, the main focus in phenomenographic research was on students' approaches to and understanding of subject matter. Later, based on…
Descriptors: Phenomenology, Research Methodology, Teaching Methods, Learning Strategies
Bonney, Kevin M. – International Journal for the Scholarship of Teaching and Learning, 2018
This essay reflects upon lessons learned from engaging students as partners in the scholarship of teaching and learning (SoTL). The pedagogical research question addressed by this project was: Does the case study teaching method promote student engagement and learning in an introductory biology course? Student partners were actively involved in…
Descriptors: Student Participation, Scholarship, Instruction, Learning
Chen, Chen-Tung; Chang, Kai-Yi – EURASIA Journal of Mathematics, Science & Technology Education, 2017
The phenomenon of low fertility has been negatively impacted on the social structure of the educational environment in Taiwan. To increase the learning effectiveness of students became the most important issue for the Universities in Taiwan. Due to the subjective judgment of evaluators and the attributes of influenced factors are always fuzzy, it…
Descriptors: Data Collection, Data Analysis, Foreign Countries, Higher Education
Arrington, Nancy McBride; Cohen, Adrienne – International Journal of Teaching and Learning in Higher Education, 2015
Two professors from two disciplines--education and sociology--analyzed the commonalities, differences, successes, and challenges of conducting cross-disciplinary Scholarship of Teaching and Learning (SoTL) research at the course level (micro-level). This case study of their collaboration resulted in a series of lessons learned which add to the…
Descriptors: Scholarship, Instruction, Learning, Educational Research
Wall, Kate; Higgins, Steve; Remedios, Richard; Rafferty, Victoria; Tiplady, Lucy – Journal of Mixed Methods Research, 2013
A key challenge of visual methodology is how to combine large-scale qualitative data sets with epistemologically acceptable and rigorous analysis techniques. The authors argue that a pragmatic approach drawing on ideas from mixed methods is helpful to open up the full potential of visual data. However, before one starts to "mix" the…
Descriptors: Mixed Methods Research, Research Methodology, Visual Aids, Data Analysis

Nichols, Paul D.; Smith, Philip L. – Educational Measurement: Issues and Practice, 1998
This essay argues that reliability should be reconceptualized in a way that reflects the importance of the theoretical expectations of the test specialist and the learning and problem solving of the test takers. It is time to characterize clearly the substantive theoretical framework supporting reliability studies and the technical evaluation of…
Descriptors: Data Analysis, Educational Research, Educational Theories, Evaluation Methods
Fennessey, James – 1976
This final report of a National Institute of Education project explores Bayesian statistical analysis as a paradigm for educational impact studies, particularly studies on the education of the disadvantaged. The position of the report is that much of what is wrong with educational research can be attributed to the use of an inappropriate model for…
Descriptors: Bayesian Statistics, Data Analysis, Disadvantaged Youth, Educational Research
Brophy, Jere E.; Evertson, Carolyn M. – 1974
This report summarizes and discusses the results of the Texas Teacher Effectiveness Project, a two-year, replicated, naturalistic-correlational study of the relationships between presage and process variables with student learning product criteria at the second- and third-grade levels. Both linear and nonlinear relationships between predictor…
Descriptors: Achievement, Data Analysis, Educational Research, Grade 2
Fink, L. Dee – 1977
The study examines the learning and personal experiences of college students in three geography courses. A major objective is to ascertain the personal meaning of the course, as denoted by the way students define the course experience, their learning, and its relation to later experiences. An additional objective is to develop a model for…
Descriptors: Data Analysis, Educational Research, Geography Instruction, Higher Education
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